Chinastark/bird_dataset huggingface dataset:
Column: unitid
Name: Unit ID number
Data format: integer
Description: unique Education Unit ID number
Column: chronname
Data format: text
Description: Institution name
Column: city
Data format: text
Description: Institution city
Column: state
Data format: text
Description: Institution state
Column: level
Data format: text
Description: Level of institution
Value description: commonsense evidence:
4-year: bachelor's degree
2-year: associate's degree
Column: control
Data format: text
Description: Control of institution
Value description: Public, 
Private not-for-profit, 
Private for-profit
Column: basic
Data format: text
Description: Carnegie Foundation for the Advancement of Teaching Basic Classification (2010 version)
Column: hbcu
Name: Historically Black College and Universities
Data format: text
Description: Denotes Historically Black College and Universities
Column: flagship
Data format: text
Description: Denotes Public flagship institutions
Column: long_x
Data format: real
Description: Institution longitude
Column: lat_y
Data format: real
Description: Institution latitude
Value description: commonsense evidence:
institute Coordinate
Column: site
Data format: text
Description: Institution Web site address
Column: student_count
Name: student count
Data format: integer
Description: Total number of undergraduates in 2010
Column: awards_per_value
Name: awards per value
Data format: real
Description: Completions per 100 FTE (full-time equivalency) undergraduate students (average 2011, 2012, and 2013)
Column: awards_per_state_value
Name: awards per state value
Data format: real
Description: Completions per 100 FTE (full-time equivalency) undergraduate students, state and sector average
Value description: commonsense evidence:
 if his institute's completion (or graduation) rate exceeds the average for the state and sector in which it belongs:
awards_per_value > awards_per_state_value
 if his institute's completion (or graduation) rate falls below the average for the state and sector in which it belongs:
awards_per_value < awards_per_state_value
Column: awards_per_natl_value
Name: awards per national value
Data format: real
Description: Completions per 100 FTE (full-time equivalency) undergraduate students, national sector average
Value description: commonsense evidence:
 if his institute's completion (or graduation) rate exceeds the average for the nationalin which it belongs:
awards_per_value > awards_per_natl_value
 if his institute's completion (or graduation) rate falls below the average for the state and industry in which it belongs:
awards_per_value < awards_per_natl_value
Column: exp_award_value
Name: expected award value
Data format: integer
Description: Estimated educational spending per academic award in 2013. Includes all certificates and degrees
Value description: expenses related to instruction, research, public service, student services, academic support, institutional support, operations and maintenance. Includes all certificates and degrees
Column: exp_award_state_value
Name: expected award state value
Data format: integer
Description: Spending per completion, state and sector average
Column: exp_award_natl_value
Name: expected award national value
Data format: integer
Description: Spending per completion, national sector average
Column: exp_award_percentile
Column: ft_pct
Name: Full-time percentage
Data format: real
Description: Percentage of undergraduates who attend full-time
Column: fte_value
Name: Full-time percentage
Data format: integer
Description: total number of full-time equivalent undergraduates
Column: fte_percentile
Column: med_sat_value
Name: median SAT value
Data format: text
Description: Median estimated SAT value for incoming students
Column: med_sat_percentile
Name: median SAT percentile
Data format: text
Description: Institution's percent rank for median SAT value within sector
Value description: Institution's percent rank for median SAT value within sector
Column: aid_value
Name: aid value
Data format: integer
Description: The average amount of student aid going to undergraduate recipients
Column: aid_percentile
Name: aid percentile
Data format: integer
Description: Institution's percent rank for average amount of student aid going to undergraduate recipients within sector
Value description: Institution's percent rank for average amount of student aid going to undergraduate recipients within sector
Column: endow_value
Name: endow value
Data format: text
Description: End-of-year endowment value per full-time equivalent student
Column: endow_percentile
Name: endow percentile
Data format: text
Description: Institution's percent rank for endowment value per full-time equivalent student within sector
Column: grad_100_value
Name: graduation 100 value
Data format: real
Description: percentage of first-time, full-time, degree-seeking undergraduates who complete a degree or certificate program within 100 percent of expected time (bachelor's-seeking group at 4-year institutions)
Value description: %, 
commonsense evidence:
lower means harder to graduate for bachelor
Column: grad_100_percentile
Name: graduation 100 percentile
Data format: integer
Description: Institution's percent rank for completers within 100 percent of normal time within sector
Column: grad_150_value
Name: graduation 150 value
Data format: real
Description: percentage of first-time, full-time, degree-seeking undergraduates who complete a degree or certificate program within 150 percent of expected time (bachelor's-seeking group at 4-year institutions)
Value description: %, 
commonsense evidence:
lower means harder to graduate for bachelor
Column: grad_150_percentile
Name: graduation 150 percentile
Data format: integer
Description: Institution's percent rank for completers within 150 percent of normal time within sector
Column: pell_value
Name: pell value
Data format: real
Description: percentage of undergraduates receiving a Pell Grant
Column: pell_percentile
Name: pell percentile
Data format: integer
Description: Institution's percent rank for undergraduate Pell recipients within sector
Column: retain_value
Name: retain value
Data format: real
Description: share of freshman students retained for a second year
Column: retain_percentile
Name: retain percentile
Data format: integer
Description: Institution's percent rank for freshman retention percentage within sector
Column: ft_fac_value
Name: full time faculty value
Data format: real
Description: Percentage of employees devoted to instruction, research or public service who are full-time and do not work for an associated medical school
Column: ft_fac_percentile
Name: full time faculty percentile
Data format: integer
Description: Institution's percent rank for full-time faculty share within sector
Column: vsa_year
Name: voluntary system of accountability year
Data format: text
Description: Most recent year of Student Success and Progress Rate data available from the Voluntary System of Accountability
Column: vsa_grad_after4_first
Name: voluntary system of accountability after 4 year first time
Data format: text
Description: First-time, full-time students who graduated from this institution within four years
Column: vsa_grad_elsewhere_after4_first
Name: voluntary system of accountability graduation elsewhere after 4 year first time
Data format: text
Description: First-time, full-time students who graduated from another institution within four years
Column: vsa_enroll_after4_first
Name: voluntary system of accountability enrollment after 4 year first time
Data format: text
Description: First-time, full-time students who are still enrolled at this institution after four years
Column: vsa_enroll_elsewhere_after4_first
Name: voluntary system of accountability enrollment elsewhere after 4 year first time
Data format: text
Description: First-time, full-time students who are enrolled at another institution after four years
Column: vsa_grad_after6_first
Name: voluntary system of accountability graduation elsewhere after 6 year first time
Data format: text
Description: First-time, full-time students who graduated from this institution within six years
Value description: null: not available
Column: vsa_grad_elsewhere_after6_first
Name: voluntary system of accountability graduation elsewhere after 6 year first time
Data format: text
Description: First-time, full-time students who graduated from another institution within six years
Column: vsa_enroll_after6_first
Name: voluntary system of accountability enrollment after 6 year first time
Data format: text
Description: First-time, full-time students who are still enrolled at this institution after six years
Column: vsa_enroll_elsewhere_after6_first
Name: voluntary system of accountability enrollment elsewhere after 6 year first time
Data format: text
Description: First-time, full-time students who are enrolled at another institution after six years
Column: vsa_grad_after4_transfer
Name: voluntary system of accountability transfer after 6 year first time
Data format: text
Description: Full-time transfer students who graduated from this institution within four years
Column: vsa_grad_elsewhere_after4_transfer
Name: voluntary system of accountability graduation elsewhere after 4 year 
Data format: text
Description: Full-time transfer students who graduated from this institution within four years
Column: vsa_enroll_after4_transfer
Name: voluntary system of accountability enrollment after 4 years transfer
Data format: text
Description: Full-time transfer students who are still enrolled at this institution after four years
Column: vsa_enroll_elsewhere_after4_transfer
Name: voluntary system of accountability enrollment elsewhere after 4 years transfer
Data format: text
Description: Full-time transfer students who are enrolled at another institution after four years
Column: vsa_grad_after6_transfer
Name: voluntary system of accountability enrollment elsewhere after 6 years transfer
Data format: text
Description: Full-time transfer students who graduated from this institution within six years
Column: vsa_grad_elsewhere_after6_transfer
Name: voluntary system of accountability graduation elsewhere after 6 years transfer
Data format: text
Description: Full-time transfer students who graduated from another institution within six years
Column: vsa_enroll_after6_transfer
Name: voluntary system of accountability enrollment after 6 years transfer
Data format: text
Description: Full-time transfer students who are still enrolled at this institution after six years
Column: vsa_enroll_elsewhere_after6_transfer
Name: voluntary system of accountability enrollment elsewhere after 6 years transfer
Data format: text
Description: Full-time transfer students who are enrolled at another institution after six years
Column: similar
Column: state_sector_ct
Column: carnegie_ct
Column: counted_pct
Column: nicknames
Column: cohort_size